scholarly journals A Portable Impedance Microflow Cytometer for Measuring Cellular Response to Hypoxia

Author(s):  
Darryl Dieujuste ◽  
Yuhao Qiang ◽  
Sarah Du

This paper presents the development and testing of a low-cost (< $60), portable, electrical impedance based microflow cytometer for single cell analysis under controlled oxygen microenvironment. The system is based on an AD5933 impedance analyzer chip, a microfluidic chip, and an Arduino microcontroller operated by a custom Android application. A representative case study on human red blood cells (RBCs) affected by sickle cell disease is conducted to demonstrate the capability of the cytometry system. An equivalent circuit model of a suspended biological cell is used to interpret the electrical impedance of single flowing RBCs. RBCs exhibit decreased mean membrane capacitance by 24% upon hypoxia treatment while the mean cytoplasmic resistance remains consistent. RBCs affected by sickle cell disease exhibit decreased cytoplasmic resistance and increased membrane capacitance upon hypoxia treatment. Strong correlations are identified between the changes in the cells’ subcellular electrical components and the hypoxia-induced cell sickling process. The results reported in this paper suggest that the developed method of testing demonstrates the potential application for low-cost screening technique for sickle cell disease and other diseases in the field and low-resource settings. The developed system and methodology can be extended to analyze cellular response to hypoxia in other cell types.

2020 ◽  
Author(s):  
Darryl Dieujuste ◽  
Yuhao Qiang ◽  
E Du

AbstractThis paper presents the development and testing of a low-cost, portable microflow cytometer based on electrical impedance sensing, for single cell analysis under controlled oxygen microenvironment. The cytometer system is based on an AD5933 impedance analyzer chip, a microfluidic chip, and an Arduino microcontroller operated by a custom Android application. A representative case study on human red blood cells (RBCs) affected by sickle cell disease is conducted to demonstrate the capability of the cytometry system. Equivalent circuit model of a suspending biological cell is used to interpret the electrical impedance of single flowing RBCs. In normal blood, cytoplasmic resistance and membrane capacitance do not change significantly with the change in oxygen tension. In contrast, RBCs affected by sickle cell disease show that upon hypoxia treatment, the cytoplasmic resistance decrease from 11.6 MΩ to 23.4 MΩ, and membrane capacitance decrease from 1.1 pF to 0.8 pF. Strong correlations are identified between the changes in these subcellular electrical components of single cells and the cell sickling process induced by hypoxia treatment. The representative results reported in this paper suggest that single cell electrical impedance can be used as a sensitive biophysical marker for quantifying cellular response to change in oxygen concentration. The developed flow cytometry system and the methodology can also be extended to analysis of cellular response to hypoxia in other cell types.


Lab on a Chip ◽  
2021 ◽  
Author(s):  
Yuncheng Man ◽  
Debnath Maji ◽  
Ran An ◽  
Sanjay Ahuja ◽  
Jane A Little ◽  
...  

Alterations in the deformability of red blood cells (RBCs), occurring in hemolytic blood disorders such as sickle cell disease (SCD), contributes to vaso-occlusion and disease pathophysiology. However, there are few...


2016 ◽  
Vol 1 (5) ◽  
pp. 1600100 ◽  
Author(s):  
Bekir Yenilmez ◽  
Stephanie Knowlton ◽  
Chu Hsiang Yu ◽  
Matthew M. Heeney ◽  
Savas Tasoglu

2016 ◽  
Vol 1 (5) ◽  
Author(s):  
Bekir Yenilmez ◽  
Stephanie Knowlton ◽  
Chu Hsiang Yu ◽  
Matthew M. Heeney ◽  
Savas Tasoglu

Blood ◽  
2020 ◽  
Vol 136 (Supplement 1) ◽  
pp. 7-8
Author(s):  
Seung Yup Lee ◽  
Eashani Sathilingam ◽  
Kyle R. Cowdrick ◽  
Rowan O. Brothers ◽  
Wilbur A. Lam ◽  
...  

Introduction: Cerebral infarcts and associated cognitive impairments are a devastating consequence of sickle cell disease (SCD). While the underlying mechanisms are poorly understood, infarctions are thought to arise from anemia-induced microvascular perfusion abnormalities and subsequent reduced cerebrovascular reserve that is insufficient to meet tissue metabolic demands. Thus, quantification of abnormalities in microvascular cerebral blood flow (CBF) and oxygen extraction (OEF) may be useful in identifying infarct risk and monitoring therapeutic efficacy. Unfortunately, current modalities that quantify microvascular hemodynamics (e.g., PET, MRI) are prohibitively expensive, have limited availability, and require anesthesia in children &lt;6y, making them inappropriate as routine monitoring tools. Transcranial Doppler ultrasound (TCD) is currently the standard screening tool for overt stroke risk in pediatric SCD, but it only measures blood flow velocity in the large arteries, which is a poor surrogate for microvascular perfusion in sickle cell disease. Diffuse optical spectroscopies (specifically near-infrared frequency-domain spectroscopy, FDNIRS, and diffuse correlation spectroscopy, DCS) offer a low-cost, non-invasive alternative for bedside monitoring of tissue-level OEF and CBF. We previously demonstrated that FDNIRS/DCS are sensitive to elevations in resting-state OEF and CBF in children with sickle cell disease compared to healthy controls (Lee, Neurophotonics 2019), consistent with previous studies using MRI and PET. In this feasibility study, we demonstrate these optical techniques are sensitive to altered cerebral hemodynamics in sickle patients who are 1) undergoing chronic transfusion, and 2) experiencing vaso-occlusive pain episodes (VOE). Methods: To date, we have recruited 6 pediatric patients with sickle cell disease undergoing chronic transfusion (5 females and 1 male, 6 - 14 y, mean ± std hemoglobin change pre- to post-transfusion = 1 ± 0.8 g/dL) and 4 patients admitted to the Emergency department for VOE (2 females and 2 males, 8 - 18 y, mean±std hemoglobin on admission = 8.9 ± 1.6 g/dL). For the transfusion cohort, FDNIRS/DCS measurements were made immediately prior to the start of transfusion and again immediately upon completion. For the VOE cohort, FDNIRS/DCS measurements were made upon hospital admission. For all FDNIRS/DCS assessments, a custom sensor was manually held over right and left forehead to assess oxygen extraction fraction (OEF, %) and an index of microvascular cerebral blood flow (CBFi, cm2/s) (Lee, Neurophotonics 2019). Hemispheric results were averaged to yield a mean of each measured parameter. Total measurement time was less than 15 minutes. Results: In the cohort undergoing chronic transfusion, one patient data was excluded due to poor DCS signal quality. Of the remaining 5 patients, OEF and CBFi decreased after transfusion by a median of -6.4% and -30.0%, respectively (Fig 1A, B). The FDNIRS-measured OEF decrease is comparable to previous results with MRI (Guilliams, Blood 2017) that quantified both cortical OEF and CBF response to transfusion in a similarly aged cohort. However, the DCS-measured CBFi decrease is more prominent than previously reported (30% vs. 9%). The enhanced sensitivity of DCS to CBF in sickle cell disease was reported in our recent study and is likely attributed to the confounding influences of hematocrit on the DCS-measured CBFi (Sathialingam, Biomed Opt Exp 2020). In the cohort measured during VOE, one patient data was excluded due to poor FDNIRS data quality. Of the remaining 3 subjects, OEF was elevated compared to healthy controls and was on the upper range of values measured in a cohort of otherwise subjects with sickle cell disease who were without clinical complications and were measured as part of a separate study (Fig. 1C). Conclusion: These data demonstrate how FDNIRS/DCS may be used as a simple, low-cost tool for bedside assessment of cerebral hemodynamics in non-sedated sickle children that could be used to track brain health over time, particularly during periods thought to be prone to hemodynamic instability like transfusion or VOEs. Although ~20% of data was discarded in this dataset due to improper sensor positioning leading to poor signal quality, we have recently implemented real-time quality control feedback to ensure our data passes quality criteria. Disclosures Lam: Sanguina, Inc: Current equity holder in private company.


Lab on a Chip ◽  
2013 ◽  
Vol 13 (8) ◽  
pp. 1464 ◽  
Author(s):  
Xiaoxi Yang ◽  
Julie Kanter ◽  
Nathaniel Z. Piety ◽  
Melody S. Benton ◽  
Seth M. Vignes ◽  
...  

Blood ◽  
2020 ◽  
Vol 136 (Supplement 1) ◽  
pp. 10-10
Author(s):  
Yuncheng Man ◽  
Debnath Maji ◽  
Ran An ◽  
Sanjay P Ahuja ◽  
Jane A. Little ◽  
...  

Introduction: Sickle cell disease (SCD) is a recessive genetic disorder caused by the mutated sickle hemoglobin (HbS) in red blood cells (RBCs). HbS polymerizes in a hypoxic environment, which leads to increased adhesiveness and decreased deformability of RBCs, and ultimately contributes to microvascular occlusion in SCD. As RBC deformability and the associated microvascular occlusion are predictors of individual microcirculatory health, previous studies have developed microfluidic devices for deformability-based RBC sorting in microscale flow, albeit with relatively low throughput. An easy-to-use, point-of-care assay to rapidly assess RBC-mediated microvascular occlusion can be clinically useful in examining the outcome of novel targeted and curative therapies, such as anti-sickling drugs and gene therapies, for patients with SCD. Here, we present an electrical impedance-based microfluidic device and functional assessment of RBC-mediated microvascular occlusion in SCD. Methods: Venous blood samples were collected in EDTA from subjects with homozygous SCD (HbSS, N=12) and controls (HbAA, N=5) under consent in an IRB-approved protocol. Microfluidic devices were fabricated using standard photolithography and polydimethylsiloxane (PDMS) micro-molding protocols. The microchannel consisted of micropillar arrays forming microcapillaries from 3-12 μm, with each array coupled with a pair of gold electrodes on the channel bottom surface (Figure 1A). Two 40-μm-wide side passageways mimicking the anastomoses in the capillary bed were designed to prevent microchannel upstream clogging (Figure 1A inset). A macroscopic view of the device is shown in Figure 1B. The 12-μm array was designed to filter large-cell aggregates and was excluded from our analysis. An impedance analyzer coupled with a custom printed-circuit board was used to record the electrical impedance at a spot frequency of 10 kHz. Prior to the experiments, the microchannel was blocked and rinsed to prevent non-specific adhesion of blood cells. Thereafter, the initial electrical impedance reading of each array was obtained. RBCs suspended at 20% hematocrit in PBS were then perfused through the microchannel under the same inlet pressure for 20 min. Next, the microchannel was washed and a second electrical impedance reading was obtained. The microchannel was then imaged under an inverted microscope, and occlusions of each array were manually quantified. The electrical impedance and occlusion results are reported as percent changes. Data are reported as mean ± standard deviation (SD). Pearson's correlation coefficient (PCC) was used to derive correlation statistics. Results: We observed increased microcapillary occlusion caused by HbSS- vs. HbAA-containing RBCs (Figure 1C, mean microcapillary occlusion percentage ± SD (%) = 24.33 ± 16.88 vs. 5.01 ± 1.25 for 3-μm array, 6.05 ± 4.09 vs. 2.19 ± 0.59 for 4-μm array, 2.77 ± 2.59 vs. 0.82 ± 0.82 for 6-μm array, 1.08 ± 2.28 vs. 0 ± 0 for 8-μm array, and 0.42 ± 1.14 vs. 0 ± 0 for 10-μm array). Similarly, we observed elevated electrical impedance change induced by HbSS- vs. HbAA-containing RBCs (Figure 1D, mean electrical impedance change ± SD (%) = 12.03 ± 8.97 vs. 2.44 ± 0.84 for 3-μm array, 1.79 ± 1.65 vs. 0.91 ± 0.42 for 4-μm array, 0.88 ± 1.14 vs. 0.58 ± 0.67 for 6-μm array, 0.16 ± 0.31 vs. 0.32 ± 0.37 for 8-μm array, and 0.06 ± 0.16 vs. 0.05 ± 0.17 for 10-μm array). Moreover, we found that the electrical impedance changes of individual arrays exhibited a significant correlation to the occlusion percentage within the corresponding arrays (Figure 1E, PCC = 0.9817, N = 85, p &lt; 0.001). Conclusions: Findings suggest that a novel microfluidic platform integrated with micropillar arrays and electrical impedance readout can be used for standardized in vitro functional assessment of RBC-mediated microvascular occlusion in SCD. Electrical impedance change due to RBC-mediated microcapillary occlusion may serve as a new parameter for monitoring RBC health and function without the need for high-resolution microscopic imaging. RBC mediated microcapillary occlusion may serve as a new parameter to assess the clinical efficacy of treatments that improve RBC deformability and rheology, such as hemoglobin modifying drugs, anti-sickling agents, and therapies with curative intent. Disclosures Maji: Xatek Inc.: Patents & Royalties. An:Hemex Health, Inc.: Patents & Royalties. Ahuja:Genentech: Consultancy, Honoraria; Sanofi Genzyme: Consultancy, Honoraria; XaTek, Inc.: Consultancy, Patents & Royalties, Research Funding. Little:BioChip Labs: Patents & Royalties: SCD Biochip (patent, no royalties); Hemex Health, Inc.: Patents & Royalties: Microfluidic electropheresis (patent, no royalties); Bluebird Bio: Research Funding; GBT: Research Funding; GBT: Membership on an entity's Board of Directors or advisory committees; NHLBI: Research Funding. Mohseni:Xatek Inc.: Consultancy, Patents & Royalties, Research Funding. Suster:Xatek Inc.: Consultancy, Patents & Royalties, Research Funding. Gurkan:BioChip Labs: Patents & Royalties; Xatek Inc.: Patents & Royalties; Dx Now Inc.: Patents & Royalties; Hemex Health, Inc.: Consultancy, Current Employment, Patents & Royalties, Research Funding.


Author(s):  
Kalpani Nisansala Udeni Galpayage Dona ◽  
Jia Liu ◽  
Yuhao Qiang ◽  
E. Du ◽  
A. W. C. Lau

Mature red blood cell (RBC) consists of cytoplasm, mainly normal hemoglobin (HbA) within a plasma membrane. In sickle cell disease, abnormal sickle hemoglobin (HbS) molecule polymerizes and forms into rigid fibers at low oxygen tension, which contributes to variation in the biophysical properties of sickle cells from healthy RBCs. This paper presents an electrical equivalent circuit (EEC) model of sickle cell that considers the phase transition of oxy-HbS solution to deoxy-HbS polymers. Briefly, we model the oxy-HbS solution following healthy RBCs using a resistor and deoxy-HbS fibers as a capacitor. To validate the model, electrical impedance measurements of cell suspensions for normal RBCs and sickle cells are performed, using a multi-channel lock in amplifier in the frequency range of 1 kHz to 10 MHz in a customized microfluidic chamber. Quantitative measurements of the classical components of EEC model are extracted using the developed EEC sickle cell model, allowing us to better understand the biophysics of cell sickling event in sickle cell disease.


Blood ◽  
2010 ◽  
Vol 116 (20) ◽  
pp. 4338-4348 ◽  
Author(s):  
Carolyn Sangokoya ◽  
Marilyn J. Telen ◽  
Jen-Tsan Chi

Abstract Although individuals with homozygous sickle cell disease (HbSS) share the same genetic mutation, the severity and manifestations of this disease are extremely heterogeneous. We have previously shown that the microRNA expression in normal and HbSS erythrocytes exhibit dramatic differences. In this study, we identify a subset of HbSS patients with higher erythrocytic miR-144 expression and more severe anemia. HbSS erythrocytes are known to have reduced tolerance for oxidative stress, yet the basis for this phenotype remains unknown. This study reveals that miR-144 directly regulates nuclear factor-erythroid 2-related factor 2, a central regulator of cellular response to oxidative stress, and modulates the oxidative stress response in K562 cell line and primary erythroid progenitor cells. We further demonstrate that increased miR-144 is associated with reduced NRF2 levels in HbSS reticulocytes and with decreased glutathione regeneration and attenuated antioxidant capacity in HbSS erythrocytes, thereby providing a possible mechanism for the reduced oxidative stress tolerance and increased anemia severity seen in HbSS patients. Taken together, our findings suggest that erythroid microRNAs can serve as genetic modifiers of HbS-related anemia and can provide novel insights into the clinical heterogeneity and pathobiology of sickle cell disease.


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